Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max
rf 0.9474912 0.9854173 0.9932064 0.9281499
bt 0.7526254 0.9258524 0.7979910 0.4415470
maxnet 0.6079347 0.8639539 0.7589099 0.4325482
gam NA NA NA 0.4152374
glm NA NA NA 0.3975340

Variable Importance